@article{theofflinefrontiershiftdiagnosingdistrib, title = {The Offline-Frontier Shift: Diagnosing Distributional Limits in Generative Multi-Objective Optimization}, author = {Stephanie Holly and Alexandru-Ciprian Zăvoianu and Siegfried Silber and Sepp Hochreiter and Werner Zellinger}, year = {2026}, eprint = {2602.11126}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.11126}, }